== Physical Plan ==
CollectLimit (20)
+- InMemoryTableScan (1)
+- InMemoryRelation (2)
+- * Sort (19)
+- Exchange (18)
+- * Project (17)
+- * BroadcastHashJoin Inner BuildRight (16)
:- * Project (9)
: +- * Filter (8)
: +- * ColumnarToRow (7)
: +- InMemoryTableScan (3)
: +- InMemoryRelation (4)
: +- * Project (6)
: +- Scan csv (5)
+- BroadcastExchange (15)
+- * Filter (14)
+- InMemoryTableScan (10)
+- InMemoryRelation (11)
+- * Project (13)
+- Scan csv (12)
(1) InMemoryTableScan
Output [7]: [sector_id#94368013, numcos#94368019, numdates#94368101, sort#94160419, description#94160423, universe#94368286, coverage#94368142]
Arguments: [sector_id#94368013, numcos#94368019, numdates#94368101, sort#94160419, description#94160423, universe#94368286, coverage#94368142]
(2) InMemoryRelation
Arguments: [sector_id#94368013, numcos#94368019, numdates#94368101, sort#94160419, description#94160423, universe#94368286, coverage#94368142], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(3) Sort [sort#94160419 ASC NULLS FIRST, description#94160423 ASC NULLS FIRST], true, 0
+- Exchange rangepartitioning(sort#94160419 ASC NULLS FIRST, description#94160423 ASC NULLS FIRST, 200), ENSURE_REQUIREMENTS, [id=#7534490]
+- *(2) Project [sector_id#94368013, numcos#94368019, numdates#94368101, sort#94160419, description#94160423, universe#94368286, coverage#94368142]
+- *(2) BroadcastHashJoin [sector_id#94368013], [sector_id#94160418], Inner, BuildRight, false
:- *(2) Project [sector_id#94368013, numcos#94368019, numdates#94368101, coverage#94368142, round((cast(numcos#94368019 as double) / cast(coverage#94368142 as double)), 0) AS universe#94368286]
: +- *(2) Filter isnotnull(sector_id#94368013)
: +- *(2) ColumnarToRow
: +- InMemoryTableScan [coverage#94368142, numcos#94368019, numdates#94368101, sector_id#94368013], [isnotnull(sector_id#94368013)]
: +- InMemoryRelation [sector_id#94368013, retIC#94368015, resretIC#94368017, numcos#94368019, numdates#94368101, annual_bmret#94368107, annual_ret#94368108, std_ret#94368109, Sharpe_ret#94368110, PctPos_ret#94368111, TR_ret#94368112, IR_ret#94368113, annual_resret#94368114, std_resret#94368115, Sharpe_resret#94368116, PctPos_resret#94368117, TR_resret#94368118, IR_resret#94368119, annual_retnet#94368120, std_retnet#94368121, Sharpe_retnet#94368131, PctPos_retnet#94368135, TR_retnet#94368137, IR_retnet#94368139, ... 2 more fields], StorageLevel(disk, memory, deserialized, 1 replicas)
: +- *(1) Project [CASE WHEN ((sector_id#94367759 = NA) OR (sector_id#94367759 = null)) THEN null ELSE cast(sector_id#94367759 as int) END AS sector_id#94368013, CASE WHEN ((retIC#94367760 = NA) OR (retIC#94367760 = null)) THEN null ELSE cast(retIC#94367760 as float) END AS retIC#94368015, CASE WHEN ((resretIC#94367761 = NA) OR (resretIC#94367761 = null)) THEN null ELSE cast(resretIC#94367761 as float) END AS resretIC#94368017, CASE WHEN ((numcos#94367762 = NA) OR (numcos#94367762 = null)) THEN null ELSE cast(numcos#94367762 as float) END AS numcos#94368019, CASE WHEN ((numdates#94367763 = NA) OR (numdates#94367763 = null)) THEN null ELSE cast(numdates#94367763 as int) END AS numdates#94368101, CASE WHEN ((annual_bmret#94367764 = NA) OR (annual_bmret#94367764 = null)) THEN null ELSE cast(annual_bmret#94367764 as float) END AS annual_bmret#94368107, CASE WHEN ((annual_ret#94367765 = NA) OR (annual_ret#94367765 = null)) THEN null ELSE cast(annual_ret#94367765 as float) END AS annual_ret#94368108, CASE WHEN ((std_ret#94367766 = NA) OR (std_ret#94367766 = null)) THEN null ELSE cast(std_ret#94367766 as float) END AS std_ret#94368109, CASE WHEN ((Sharpe_ret#94367767 = NA) OR (Sharpe_ret#94367767 = null)) THEN null ELSE cast(Sharpe_ret#94367767 as float) END AS Sharpe_ret#94368110, CASE WHEN ((PctPos_ret#94367768 = NA) OR (PctPos_ret#94367768 = null)) THEN null ELSE cast(PctPos_ret#94367768 as float) END AS PctPos_ret#94368111, CASE WHEN ((TR_ret#94367769 = NA) OR (TR_ret#94367769 = null)) THEN null ELSE cast(TR_ret#94367769 as float) END AS TR_ret#94368112, CASE WHEN ((IR_ret#94367770 = NA) OR (IR_ret#94367770 = null)) THEN null ELSE cast(IR_ret#94367770 as float) END AS IR_ret#94368113, CASE WHEN ((annual_resret#94367771 = NA) OR (annual_resret#94367771 = null)) THEN null ELSE cast(annual_resret#94367771 as float) END AS annual_resret#94368114, CASE WHEN ((std_resret#94367772 = NA) OR (std_resret#94367772 = null)) THEN null ELSE cast(std_resret#94367772 as float) END AS std_resret#94368115, CASE WHEN ((Sharpe_resret#94367773 = NA) OR (Sharpe_resret#94367773 = null)) THEN null ELSE cast(Sharpe_resret#94367773 as float) END AS Sharpe_resret#94368116, CASE WHEN ((PctPos_resret#94367774 = NA) OR (PctPos_resret#94367774 = null)) THEN null ELSE cast(PctPos_resret#94367774 as float) END AS PctPos_resret#94368117, CASE WHEN ((TR_resret#94367775 = NA) OR (TR_resret#94367775 = null)) THEN null ELSE cast(TR_resret#94367775 as float) END AS TR_resret#94368118, CASE WHEN ((IR_resret#94367776 = NA) OR (IR_resret#94367776 = null)) THEN null ELSE cast(IR_resret#94367776 as float) END AS IR_resret#94368119, CASE WHEN ((annual_retnet#94367777 = NA) OR (annual_retnet#94367777 = null)) THEN null ELSE cast(annual_retnet#94367777 as float) END AS annual_retnet#94368120, CASE WHEN ((std_retnet#94367778 = NA) OR (std_retnet#94367778 = null)) THEN null ELSE cast(std_retnet#94367778 as float) END AS std_retnet#94368121, CASE WHEN ((Sharpe_retnet#94367779 = NA) OR (Sharpe_retnet#94367779 = null)) THEN null ELSE cast(Sharpe_retnet#94367779 as float) END AS Sharpe_retnet#94368131, CASE WHEN ((PctPos_retnet#94367780 = NA) OR (PctPos_retnet#94367780 = null)) THEN null ELSE cast(PctPos_retnet#94367780 as float) END AS PctPos_retnet#94368135, CASE WHEN ((TR_retnet#94367781 = NA) OR (TR_retnet#94367781 = null)) THEN null ELSE cast(TR_retnet#94367781 as float) END AS TR_retnet#94368137, CASE WHEN ((IR_retnet#94367782 = NA) OR (IR_retnet#94367782 = null)) THEN null ELSE cast(IR_retnet#94367782 as float) END AS IR_retnet#94368139, ... 2 more fields]
: +- FileScan csv [sector_id#94367759,retIC#94367760,resretIC#94367761,numcos#94367762,numdates#94367763,annual_bmret#94367764,annual_ret#94367765,std_ret#94367766,Sharpe_ret#94367767,PctPos_ret#94367768,TR_ret#94367769,IR_ret#94367770,annual_resret#94367771,std_resret#94367772,Sharpe_resret#94367773,PctPos_resret#94367774,TR_resret#94367775,IR_resret#94367776,annual_retnet#94367777,std_retnet#94367778,Sharpe_retnet#94367779,PctPos_retnet#94367780,TR_retnet#94367781,IR_retnet#94367782,... 2 more fields] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/output/risk_factors/growth/st..., PartitionFilters: [], PushedFilters: [], ReadSchema: struct<sector_id:string,retIC:string,resretIC:string,numcos:string,numdates:string,annual_bmret:s...
+- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [id=#7534485]
+- *(1) Filter isnotnull(sector_id#94160418)
+- InMemoryTableScan [sector_id#94160418, sort#94160419, description#94160423], [isnotnull(sector_id#94160418)]
+- InMemoryRelation [sector_id#94160418, sort#94160419, description#94160423, universe#94160424], StorageLevel(disk, memory, deserialized, 1 replicas)
+- *(1) Project [CASE WHEN ((sector_id#94160398 = NA) OR (sector_id#94160398 = null)) THEN null ELSE cast(sector_id#94160398 as int) END AS sector_id#94160418, CASE WHEN (sort#94160399 = null) THEN null ELSE sort#94160399 END AS sort#94160419, CASE WHEN (description#94160400 = null) THEN null ELSE description#94160400 END AS description#94160423, CASE WHEN ((universe#94160401 = NA) OR (universe#94160401 = null)) THEN null ELSE cast(universe#94160401 as int) END AS universe#94160424]
+- FileScan csv [sector_id#94160398,sort#94160399,description#94160400,universe#94160401] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/curate/curate_sector.csv], PartitionFilters: [], PushedFilters: [], ReadSchema: struct<sector_id:string,sort:string,description:string,universe:string>
,None), [sort#94160419 ASC NULLS FIRST, description#94160423 ASC NULLS FIRST]
(3) InMemoryTableScan
Output [4]: [coverage#94368142, numcos#94368019, numdates#94368101, sector_id#94368013]
Arguments: [coverage#94368142, numcos#94368019, numdates#94368101, sector_id#94368013], [isnotnull(sector_id#94368013)]
(4) InMemoryRelation
Arguments: [sector_id#94368013, retIC#94368015, resretIC#94368017, numcos#94368019, numdates#94368101, annual_bmret#94368107, annual_ret#94368108, std_ret#94368109, Sharpe_ret#94368110, PctPos_ret#94368111, TR_ret#94368112, IR_ret#94368113, annual_resret#94368114, std_resret#94368115, Sharpe_resret#94368116, PctPos_resret#94368117, TR_resret#94368118, IR_resret#94368119, annual_retnet#94368120, std_retnet#94368121, Sharpe_retnet#94368131, PctPos_retnet#94368135, TR_retnet#94368137, IR_retnet#94368139, ... 2 more fields], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(1) Project [CASE WHEN ((sector_id#94367759 = NA) OR (sector_id#94367759 = null)) THEN null ELSE cast(sector_id#94367759 as int) END AS sector_id#94368013, CASE WHEN ((retIC#94367760 = NA) OR (retIC#94367760 = null)) THEN null ELSE cast(retIC#94367760 as float) END AS retIC#94368015, CASE WHEN ((resretIC#94367761 = NA) OR (resretIC#94367761 = null)) THEN null ELSE cast(resretIC#94367761 as float) END AS resretIC#94368017, CASE WHEN ((numcos#94367762 = NA) OR (numcos#94367762 = null)) THEN null ELSE cast(numcos#94367762 as float) END AS numcos#94368019, CASE WHEN ((numdates#94367763 = NA) OR (numdates#94367763 = null)) THEN null ELSE cast(numdates#94367763 as int) END AS numdates#94368101, CASE WHEN ((annual_bmret#94367764 = NA) OR (annual_bmret#94367764 = null)) THEN null ELSE cast(annual_bmret#94367764 as float) END AS annual_bmret#94368107, CASE WHEN ((annual_ret#94367765 = NA) OR (annual_ret#94367765 = null)) THEN null ELSE cast(annual_ret#94367765 as float) END AS annual_ret#94368108, CASE WHEN ((std_ret#94367766 = NA) OR (std_ret#94367766 = null)) THEN null ELSE cast(std_ret#94367766 as float) END AS std_ret#94368109, CASE WHEN ((Sharpe_ret#94367767 = NA) OR (Sharpe_ret#94367767 = null)) THEN null ELSE cast(Sharpe_ret#94367767 as float) END AS Sharpe_ret#94368110, CASE WHEN ((PctPos_ret#94367768 = NA) OR (PctPos_ret#94367768 = null)) THEN null ELSE cast(PctPos_ret#94367768 as float) END AS PctPos_ret#94368111, CASE WHEN ((TR_ret#94367769 = NA) OR (TR_ret#94367769 = null)) THEN null ELSE cast(TR_ret#94367769 as float) END AS TR_ret#94368112, CASE WHEN ((IR_ret#94367770 = NA) OR (IR_ret#94367770 = null)) THEN null ELSE cast(IR_ret#94367770 as float) END AS IR_ret#94368113, CASE WHEN ((annual_resret#94367771 = NA) OR (annual_resret#94367771 = null)) THEN null ELSE cast(annual_resret#94367771 as float) END AS annual_resret#94368114, CASE WHEN ((std_resret#94367772 = NA) OR (std_resret#94367772 = null)) THEN null ELSE cast(std_resret#94367772 as float) END AS std_resret#94368115, CASE WHEN ((Sharpe_resret#94367773 = NA) OR (Sharpe_resret#94367773 = null)) THEN null ELSE cast(Sharpe_resret#94367773 as float) END AS Sharpe_resret#94368116, CASE WHEN ((PctPos_resret#94367774 = NA) OR (PctPos_resret#94367774 = null)) THEN null ELSE cast(PctPos_resret#94367774 as float) END AS PctPos_resret#94368117, CASE WHEN ((TR_resret#94367775 = NA) OR (TR_resret#94367775 = null)) THEN null ELSE cast(TR_resret#94367775 as float) END AS TR_resret#94368118, CASE WHEN ((IR_resret#94367776 = NA) OR (IR_resret#94367776 = null)) THEN null ELSE cast(IR_resret#94367776 as float) END AS IR_resret#94368119, CASE WHEN ((annual_retnet#94367777 = NA) OR (annual_retnet#94367777 = null)) THEN null ELSE cast(annual_retnet#94367777 as float) END AS annual_retnet#94368120, CASE WHEN ((std_retnet#94367778 = NA) OR (std_retnet#94367778 = null)) THEN null ELSE cast(std_retnet#94367778 as float) END AS std_retnet#94368121, CASE WHEN ((Sharpe_retnet#94367779 = NA) OR (Sharpe_retnet#94367779 = null)) THEN null ELSE cast(Sharpe_retnet#94367779 as float) END AS Sharpe_retnet#94368131, CASE WHEN ((PctPos_retnet#94367780 = NA) OR (PctPos_retnet#94367780 = null)) THEN null ELSE cast(PctPos_retnet#94367780 as float) END AS PctPos_retnet#94368135, CASE WHEN ((TR_retnet#94367781 = NA) OR (TR_retnet#94367781 = null)) THEN null ELSE cast(TR_retnet#94367781 as float) END AS TR_retnet#94368137, CASE WHEN ((IR_retnet#94367782 = NA) OR (IR_retnet#94367782 = null)) THEN null ELSE cast(IR_retnet#94367782 as float) END AS IR_retnet#94368139, ... 2 more fields]
+- FileScan csv [sector_id#94367759,retIC#94367760,resretIC#94367761,numcos#94367762,numdates#94367763,annual_bmret#94367764,annual_ret#94367765,std_ret#94367766,Sharpe_ret#94367767,PctPos_ret#94367768,TR_ret#94367769,IR_ret#94367770,annual_resret#94367771,std_resret#94367772,Sharpe_resret#94367773,PctPos_resret#94367774,TR_resret#94367775,IR_resret#94367776,annual_retnet#94367777,std_retnet#94367778,Sharpe_retnet#94367779,PctPos_retnet#94367780,TR_retnet#94367781,IR_retnet#94367782,... 2 more fields] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/output/risk_factors/growth/st..., PartitionFilters: [], PushedFilters: [], ReadSchema: struct<sector_id:string,retIC:string,resretIC:string,numcos:string,numdates:string,annual_bmret:s...
,None)
(5) Scan csv
Output [26]: [sector_id#94367759, retIC#94367760, resretIC#94367761, numcos#94367762, numdates#94367763, annual_bmret#94367764, annual_ret#94367765, std_ret#94367766, Sharpe_ret#94367767, PctPos_ret#94367768, TR_ret#94367769, IR_ret#94367770, annual_resret#94367771, std_resret#94367772, Sharpe_resret#94367773, PctPos_resret#94367774, TR_resret#94367775, IR_resret#94367776, annual_retnet#94367777, std_retnet#94367778, Sharpe_retnet#94367779, PctPos_retnet#94367780, TR_retnet#94367781, IR_retnet#94367782, turnover#94367783, coverage#94367784]
Batched: false
Location: InMemoryFileIndex [file:/srv/plusamp/data/default/ea-market/output/risk_factors/growth/stats_sector_id.csv]
ReadSchema: struct<sector_id:string,retIC:string,resretIC:string,numcos:string,numdates:string,annual_bmret:string,annual_ret:string,std_ret:string,Sharpe_ret:string,PctPos_ret:string,TR_ret:string,IR_ret:string,annual_resret:string,std_resret:string,Sharpe_resret:string,PctPos_resret:string,TR_resret:string,IR_resret:string,annual_retnet:string,std_retnet:string,Sharpe_retnet:string,PctPos_retnet:string,TR_retnet:string,IR_retnet:string,turnover:string,coverage:string>
(6) Project [codegen id : 1]
Output [26]: [CASE WHEN ((sector_id#94367759 = NA) OR (sector_id#94367759 = null)) THEN null ELSE cast(sector_id#94367759 as int) END AS sector_id#94368013, CASE WHEN ((retIC#94367760 = NA) OR (retIC#94367760 = null)) THEN null ELSE cast(retIC#94367760 as float) END AS retIC#94368015, CASE WHEN ((resretIC#94367761 = NA) OR (resretIC#94367761 = null)) THEN null ELSE cast(resretIC#94367761 as float) END AS resretIC#94368017, CASE WHEN ((numcos#94367762 = NA) OR (numcos#94367762 = null)) THEN null ELSE cast(numcos#94367762 as float) END AS numcos#94368019, CASE WHEN ((numdates#94367763 = NA) OR (numdates#94367763 = null)) THEN null ELSE cast(numdates#94367763 as int) END AS numdates#94368101, CASE WHEN ((annual_bmret#94367764 = NA) OR (annual_bmret#94367764 = null)) THEN null ELSE cast(annual_bmret#94367764 as float) END AS annual_bmret#94368107, CASE WHEN ((annual_ret#94367765 = NA) OR (annual_ret#94367765 = null)) THEN null ELSE cast(annual_ret#94367765 as float) END AS annual_ret#94368108, CASE WHEN ((std_ret#94367766 = NA) OR (std_ret#94367766 = null)) THEN null ELSE cast(std_ret#94367766 as float) END AS std_ret#94368109, CASE WHEN ((Sharpe_ret#94367767 = NA) OR (Sharpe_ret#94367767 = null)) THEN null ELSE cast(Sharpe_ret#94367767 as float) END AS Sharpe_ret#94368110, CASE WHEN ((PctPos_ret#94367768 = NA) OR (PctPos_ret#94367768 = null)) THEN null ELSE cast(PctPos_ret#94367768 as float) END AS PctPos_ret#94368111, CASE WHEN ((TR_ret#94367769 = NA) OR (TR_ret#94367769 = null)) THEN null ELSE cast(TR_ret#94367769 as float) END AS TR_ret#94368112, CASE WHEN ((IR_ret#94367770 = NA) OR (IR_ret#94367770 = null)) THEN null ELSE cast(IR_ret#94367770 as float) END AS IR_ret#94368113, CASE WHEN ((annual_resret#94367771 = NA) OR (annual_resret#94367771 = null)) THEN null ELSE cast(annual_resret#94367771 as float) END AS annual_resret#94368114, CASE WHEN ((std_resret#94367772 = NA) OR (std_resret#94367772 = null)) THEN null ELSE cast(std_resret#94367772 as float) END AS std_resret#94368115, CASE WHEN ((Sharpe_resret#94367773 = NA) OR (Sharpe_resret#94367773 = null)) THEN null ELSE cast(Sharpe_resret#94367773 as float) END AS Sharpe_resret#94368116, CASE WHEN ((PctPos_resret#94367774 = NA) OR (PctPos_resret#94367774 = null)) THEN null ELSE cast(PctPos_resret#94367774 as float) END AS PctPos_resret#94368117, CASE WHEN ((TR_resret#94367775 = NA) OR (TR_resret#94367775 = null)) THEN null ELSE cast(TR_resret#94367775 as float) END AS TR_resret#94368118, CASE WHEN ((IR_resret#94367776 = NA) OR (IR_resret#94367776 = null)) THEN null ELSE cast(IR_resret#94367776 as float) END AS IR_resret#94368119, CASE WHEN ((annual_retnet#94367777 = NA) OR (annual_retnet#94367777 = null)) THEN null ELSE cast(annual_retnet#94367777 as float) END AS annual_retnet#94368120, CASE WHEN ((std_retnet#94367778 = NA) OR (std_retnet#94367778 = null)) THEN null ELSE cast(std_retnet#94367778 as float) END AS std_retnet#94368121, CASE WHEN ((Sharpe_retnet#94367779 = NA) OR (Sharpe_retnet#94367779 = null)) THEN null ELSE cast(Sharpe_retnet#94367779 as float) END AS Sharpe_retnet#94368131, CASE WHEN ((PctPos_retnet#94367780 = NA) OR (PctPos_retnet#94367780 = null)) THEN null ELSE cast(PctPos_retnet#94367780 as float) END AS PctPos_retnet#94368135, CASE WHEN ((TR_retnet#94367781 = NA) OR (TR_retnet#94367781 = null)) THEN null ELSE cast(TR_retnet#94367781 as float) END AS TR_retnet#94368137, CASE WHEN ((IR_retnet#94367782 = NA) OR (IR_retnet#94367782 = null)) THEN null ELSE cast(IR_retnet#94367782 as float) END AS IR_retnet#94368139, CASE WHEN ((turnover#94367783 = NA) OR (turnover#94367783 = null)) THEN null ELSE cast(turnover#94367783 as float) END AS turnover#94368141, CASE WHEN ((coverage#94367784 = NA) OR (coverage#94367784 = null)) THEN null ELSE cast(coverage#94367784 as float) END AS coverage#94368142]
Input [26]: [sector_id#94367759, retIC#94367760, resretIC#94367761, numcos#94367762, numdates#94367763, annual_bmret#94367764, annual_ret#94367765, std_ret#94367766, Sharpe_ret#94367767, PctPos_ret#94367768, TR_ret#94367769, IR_ret#94367770, annual_resret#94367771, std_resret#94367772, Sharpe_resret#94367773, PctPos_resret#94367774, TR_resret#94367775, IR_resret#94367776, annual_retnet#94367777, std_retnet#94367778, Sharpe_retnet#94367779, PctPos_retnet#94367780, TR_retnet#94367781, IR_retnet#94367782, turnover#94367783, coverage#94367784]
(7) ColumnarToRow [codegen id : 2]
Input [4]: [coverage#94368142, numcos#94368019, numdates#94368101, sector_id#94368013]
(8) Filter [codegen id : 2]
Input [4]: [coverage#94368142, numcos#94368019, numdates#94368101, sector_id#94368013]
Condition : isnotnull(sector_id#94368013)
(9) Project [codegen id : 2]
Output [5]: [sector_id#94368013, numcos#94368019, numdates#94368101, coverage#94368142, round((cast(numcos#94368019 as double) / cast(coverage#94368142 as double)), 0) AS universe#94368286]
Input [4]: [coverage#94368142, numcos#94368019, numdates#94368101, sector_id#94368013]
(10) InMemoryTableScan
Output [3]: [sector_id#94160418, sort#94160419, description#94160423]
Arguments: [sector_id#94160418, sort#94160419, description#94160423], [isnotnull(sector_id#94160418)]
(11) InMemoryRelation
Arguments: [sector_id#94160418, sort#94160419, description#94160423, universe#94160424], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(1) Project [CASE WHEN ((sector_id#94160398 = NA) OR (sector_id#94160398 = null)) THEN null ELSE cast(sector_id#94160398 as int) END AS sector_id#94160418, CASE WHEN (sort#94160399 = null) THEN null ELSE sort#94160399 END AS sort#94160419, CASE WHEN (description#94160400 = null) THEN null ELSE description#94160400 END AS description#94160423, CASE WHEN ((universe#94160401 = NA) OR (universe#94160401 = null)) THEN null ELSE cast(universe#94160401 as int) END AS universe#94160424]
+- FileScan csv [sector_id#94160398,sort#94160399,description#94160400,universe#94160401] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/curate/curate_sector.csv], PartitionFilters: [], PushedFilters: [], ReadSchema: struct<sector_id:string,sort:string,description:string,universe:string>
,None)
(12) Scan csv
Output [4]: [sector_id#94160398, sort#94160399, description#94160400, universe#94160401]
Batched: false
Location: InMemoryFileIndex [file:/srv/plusamp/data/default/ea-market/curate/curate_sector.csv]
ReadSchema: struct<sector_id:string,sort:string,description:string,universe:string>
(13) Project [codegen id : 1]
Output [4]: [CASE WHEN ((sector_id#94160398 = NA) OR (sector_id#94160398 = null)) THEN null ELSE cast(sector_id#94160398 as int) END AS sector_id#94160418, CASE WHEN (sort#94160399 = null) THEN null ELSE sort#94160399 END AS sort#94160419, CASE WHEN (description#94160400 = null) THEN null ELSE description#94160400 END AS description#94160423, CASE WHEN ((universe#94160401 = NA) OR (universe#94160401 = null)) THEN null ELSE cast(universe#94160401 as int) END AS universe#94160424]
Input [4]: [sector_id#94160398, sort#94160399, description#94160400, universe#94160401]
(14) Filter [codegen id : 1]
Input [3]: [sector_id#94160418, sort#94160419, description#94160423]
Condition : isnotnull(sector_id#94160418)
(15) BroadcastExchange
Input [3]: [sector_id#94160418, sort#94160419, description#94160423]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [id=#7534485]
(16) BroadcastHashJoin [codegen id : 2]
Left keys [1]: [sector_id#94368013]
Right keys [1]: [sector_id#94160418]
Join condition: None
(17) Project [codegen id : 2]
Output [7]: [sector_id#94368013, numcos#94368019, numdates#94368101, sort#94160419, description#94160423, universe#94368286, coverage#94368142]
Input [8]: [sector_id#94368013, numcos#94368019, numdates#94368101, coverage#94368142, universe#94368286, sector_id#94160418, sort#94160419, description#94160423]
(18) Exchange
Input [7]: [sector_id#94368013, numcos#94368019, numdates#94368101, sort#94160419, description#94160423, universe#94368286, coverage#94368142]
Arguments: rangepartitioning(sort#94160419 ASC NULLS FIRST, description#94160423 ASC NULLS FIRST, 200), ENSURE_REQUIREMENTS, [id=#7534490]
(19) Sort [codegen id : 3]
Input [7]: [sector_id#94368013, numcos#94368019, numdates#94368101, sort#94160419, description#94160423, universe#94368286, coverage#94368142]
Arguments: [sort#94160419 ASC NULLS FIRST, description#94160423 ASC NULLS FIRST], true, 0
(20) CollectLimit
Input [7]: [sector_id#94368013, numcos#94368019, numdates#94368101, sort#94160419, description#94160423, universe#94368286, coverage#94368142]
Arguments: 1000000